Pandas Profiling Report

Dataset statistics

Number of variables	43
Number of observations	1573
Missing cells	3849
Missing cells (%)	5.7%
Duplicate rows	34
Duplicate rows (%)	2.2%
Total size in memory	528.6 KiB
Average record size in memory	344.1 B

Variable types

CAT	17
NUM	16
BOOL	7
URL	3

Warnings

`currency_buyer` has constant value "1573"	Constant
`theme` has constant value "1573"	Constant
`crawl_month` has constant value "1573"	Constant
Dataset has 34 (2.2%) duplicate rows	Duplicates
`title` has a high cardinality: 1201 distinct values	High cardinality
`title_orig` has a high cardinality: 1203 distinct values	High cardinality
`tags` has a high cardinality: 1230 distinct values	High cardinality
`product_color` has a high cardinality: 101 distinct values	High cardinality
`product_variation_size_id` has a high cardinality: 106 distinct values	High cardinality
`merchant_title` has a high cardinality: 958 distinct values	High cardinality
`merchant_name` has a high cardinality: 957 distinct values	High cardinality
`merchant_info_subtitle` has a high cardinality: 1058 distinct values	High cardinality
`merchant_id` has a high cardinality: 958 distinct values	High cardinality
`product_id` has a high cardinality: 1341 distinct values	High cardinality
`rating_five_count` is highly correlated with `rating_count` and 2 other fields	High correlation
`rating_count` is highly correlated with `rating_five_count` and 4 other fields	High correlation
`rating_four_count` is highly correlated with `rating_count` and 3 other fields	High correlation
`rating_three_count` is highly correlated with `rating_count` and 4 other fields	High correlation
`rating_two_count` is highly correlated with `rating_count` and 3 other fields	High correlation
`rating_one_count` is highly correlated with `rating_count` and 2 other fields	High correlation
`rating_five_count` has 45 (2.9%) missing values	Missing
`rating_four_count` has 45 (2.9%) missing values	Missing
`rating_three_count` has 45 (2.9%) missing values	Missing
`rating_two_count` has 45 (2.9%) missing values	Missing
`rating_one_count` has 45 (2.9%) missing values	Missing
`product_color` has 41 (2.6%) missing values	Missing
`has_urgency_banner` has 1100 (69.9%) missing values	Missing
`urgency_text` has 1100 (69.9%) missing values	Missing
`origin_country` has 17 (1.1%) missing values	Missing
`merchant_profile_picture` has 1347 (85.6%) missing values	Missing
`tags` is uniformly distributed	Uniform
`merchant_info_subtitle` is uniformly distributed	Uniform
`product_id` is uniformly distributed	Uniform
`rating_count` has 45 (2.9%) zeros	Zeros
`rating_five_count` has 31 (2.0%) zeros	Zeros
`rating_four_count` has 96 (6.1%) zeros	Zeros
`rating_three_count` has 138 (8.8%) zeros	Zeros
`rating_two_count` has 196 (12.5%) zeros	Zeros
`rating_one_count` has 116 (7.4%) zeros	Zeros

Reproduction

Analysis started	2020-09-11 02:58:25.134635
Analysis finished	2020-09-11 02:59:03.962997
Duration	38.83 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

title
Categorical

HIGH CARDINALITY

Distinct	1201
Distinct (%)	76.4%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

Nouvelle mode d'été femmes robe décontractée col rond lâche Big Swing jupe sans manches Soild couleur robe de plage	24
Mini robe de soirée décontractée sans manches pour femmes	12
Tissu taille formateur gilet chaud shaper été shaperwear minceur réglable sueur ceinture corps shaper	9
Pantalon à lacets à la mode pour femmes d'été, plus la taille Pantalon court à taille haute décontracté	9
Femmes d'été Sling Dress V-cou Floral Strap plissé Casual Pocket Large Dress	9
Other values (1196)	1510

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Nouvelle mode d'été femmes robe décontractée col rond lâche Big Swing jupe sans manches Soild couleur robe de plage	24	1.5%
Mini robe de soirée décontractée sans manches pour femmes	12	0.8%
Tissu taille formateur gilet chaud shaper été shaperwear minceur réglable sueur ceinture corps shaper	9	0.6%
Pantalon à lacets à la mode pour femmes d'été, plus la taille Pantalon court à taille haute décontracté	9	0.6%
Femmes d'été Sling Dress V-cou Floral Strap plissé Casual Pocket Large Dress	9	0.6%
Mode féminine été bretelles spaghetti imprimé floral nouer devant mini robe robe sexy	8	0.5%
Costume de sport cool pour hommes d'été Vêtements de sport Costumes de jogging décontractés Ensembles de tenues à manches courtes	7	0.4%
Femmes été décontracté lâche couleur unie salopette vintage sangle pantalon long combinaisons barboteuses grande taille	7	0.4%
Pantalon de mode d'été Femmes Leggings Pantalon déchiré Pantalon slim Pantalon vert armée Collants	7	0.4%
Mode d'été femme papillon réservoir gilet sans manches col rond haut décontracté	6	0.4%
Other values (1191)	1475	93.8%

Frequencies of value counts

Unique

Unique	988 ?
Unique (%)	62.8%

Histogram of lengths of the category

Length

Max length	327
Median length	112
Mean length	116.9211697
Min length	27

title_orig
Categorical

HIGH CARDINALITY

Distinct	1203
Distinct (%)	76.5%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

New Fashion Summer Women Casual Dress Round Neck Loose Big Swing Skirt Sleeveless Soild Color Beach dress	24
Sexy Women's Summer Casual Sleeveless Evening Party Backless Beachwear Mini Dress	12
Fabric Waist Trainer Vest Hot Shaper Summer Shaperwear Slimming Adjustable Sweat Belt Body Shaper	9
Summer Women Sling Dress V-neck Floral Pleated Strap Casual Pocket Large Dress	9
Summer Women s Fashion Lace Up Tie Pants Plus Size Casual High Waist Short Pants	9
Other values (1198)	1510

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
New Fashion Summer Women Casual Dress Round Neck Loose Big Swing Skirt Sleeveless Soild Color Beach dress	24	1.5%
Sexy Women's Summer Casual Sleeveless Evening Party Backless Beachwear Mini Dress	12	0.8%
Fabric Waist Trainer Vest Hot Shaper Summer Shaperwear Slimming Adjustable Sweat Belt Body Shaper	9	0.6%
Summer Women Sling Dress V-neck Floral Pleated Strap Casual Pocket Large Dress	9	0.6%
Summer Women s Fashion Lace Up Tie Pants Plus Size Casual High Waist Short Pants	9	0.6%
Women's Summer Fashion Spaghetti Strap Floral Print Tie Front Mini Dress Sexy Dress	8	0.5%
Summer mens cool sport suit Sports Wear Casual Jogging Suits Short Sleeve Outfit Sets	7	0.4%
Summer Fashion Trousers Women Leggings Ripped Pants Slim Pants Army Green Tights Pants	7	0.4%
Women Summer Casual Loose Solid Color Vintage Overalls Strap Long Pants Jumpsuits Rompers Plus Size	7	0.4%
Women Summer Shorts Lace Up Elastic Waistband Loose Thin Casual Pants Plus Size S-8XL	6	0.4%
Other values (1193)	1475	93.8%

Frequencies of value counts

Unique

Unique	990 ?
Unique (%)	62.9%

Histogram of lengths of the category

Length

Max length	272
Median length	96
Mean length	102.6280992
Min length	21

price
Real number (ℝ_≥0)

Distinct	127
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.325371901
Minimum	1
Maximum	49
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	2.656
Q1	5.81
median	8
Q3	11
95-th percentile	15
Maximum	49
Range	48
Interquartile range (IQR)	5.19

Descriptive statistics

Standard deviation	3.932029815
Coefficient of variation (CV)	0.472294795
Kurtosis	7.765125164
Mean	8.325371901
Median Absolute Deviation (MAD)	3
Skewness	1.3158913
Sum	13095.81
Variance	15.46085847
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	282	17.9%
11	202	12.8%
7	129	8.2%
9	126	8.0%
6	120	7.6%
12	81	5.1%
5	80	5.1%
14	57	3.6%
13	54	3.4%
16	42	2.7%
Other values (117)	400	25.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5	0.3%
1.65	2	0.1%
1.66	2	0.1%
1.67	1	0.1%
1.68	5	0.3%

Value	Count	Frequency (%)
49	1	0.1%
27	1	0.1%
26	1	0.1%
25	1	0.1%
24	1	0.1%

retail_price
Real number (ℝ_≥0)

Distinct	104
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.28862047
Minimum	1
Maximum	252
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	7
median	10
Q3	26
95-th percentile	85
Maximum	252
Range	251
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	30.35786309
Coefficient of variation (CV)	1.303549222
Kurtosis	10.04536878
Mean	23.28862047
Median Absolute Deviation (MAD)	5
Skewness	2.742709302
Sum	36633
Variance	921.5998513
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	177	11.3%
6	136	8.6%
10	128	8.1%
5	102	6.5%
11	99	6.3%
8	90	5.7%
9	54	3.4%
4	50	3.2%
17	47	3.0%
2	45	2.9%
Other values (94)	645	41.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
2	45	2.9%
3	37	2.4%
4	50	3.2%
5	102	6.5%

Value	Count	Frequency (%)
252	2	0.1%
250	1	0.1%
169	1	0.1%
168	5	0.3%
159	4	0.3%

currency_buyer
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

EUR	1573

Frequencies
Length

Value	Count	Frequency (%)
EUR	1573	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

units_sold
Real number (ℝ_≥0)

Distinct	15
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4339.005086
Minimum	1
Maximum	100000
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	50
Q1	100
median	1000
Q3	5000
95-th percentile	20000
Maximum	100000
Range	99999
Interquartile range (IQR)	4900

Descriptive statistics

Standard deviation	9356.539302
Coefficient of variation (CV)	2.156378966
Kurtosis	45.56805559
Mean	4339.005086
Median Absolute Deviation (MAD)	900
Skewness	5.624840138
Sum	6825255
Variance	87544827.71
Monotocity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
100	509	32.4%
1000	405	25.7%
5000	217	13.8%
10000	177	11.3%
20000	103	6.5%
50	76	4.8%
10	49	3.1%
50000	17	1.1%
100000	6	0.4%
8	4	0.3%
Other values (5)	10	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3	0.2%
2	2	0.1%
3	2	0.1%
6	1	0.1%
7	2	0.1%

Value	Count	Frequency (%)
100000	6	0.4%
50000	17	1.1%
20000	103	6.5%
10000	177	11.3%
5000	217	13.8%

uses_ad_boosts
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	892
1	681

Common Values
Chart

Value	Count	Frequency (%)
0	892	56.7%
1	681	43.3%

rating
Real number (ℝ_≥0)

Distinct	192
Distinct (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.820896376
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	3.55
median	3.85
Q3	4.11
95-th percentile	4.698
Maximum	5
Range	4
Interquartile range (IQR)	0.56

Descriptive statistics

Standard deviation	0.5153735991
Coefficient of variation (CV)	0.134882904
Kurtosis	2.735180424
Mean	3.820896376
Median Absolute Deviation (MAD)	0.28
Skewness	-0.5309121947
Sum	6010.27
Variance	0.2656099466
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	70	4.5%
4	44	2.8%
3.67	33	2.1%
3	22	1.4%
4.07	22	1.4%
3.61	21	1.3%
3.8	21	1.3%
3.96	20	1.3%
3.7	19	1.2%
3.75	19	1.2%
Other values (182)	1282	81.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3	0.2%
1.5	2	0.1%
2	9	0.6%
2.25	1	0.1%
2.33	2	0.1%

Value	Count	Frequency (%)
5	70	4.5%
4.86	1	0.1%
4.83	1	0.1%
4.8	2	0.1%
4.75	4	0.3%

rating_count
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	761
Distinct (%)	48.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	889.6592498
Minimum	0
Maximum	20744
Zeros	45
Zeros (%)	2.9%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	24
median	150
Q3	855
95-th percentile	3771.4
Maximum	20744
Range	20744
Interquartile range (IQR)	831

Descriptive statistics

Standard deviation	1983.928834
Coefficient of variation (CV)	2.229987306
Kurtosis	30.00764131
Mean	889.6592498
Median Absolute Deviation (MAD)	146
Skewness	4.789467043
Sum	1399434
Variance	3935973.619
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45	2.9%
2	31	2.0%
4	28	1.8%
6	26	1.7%
12	25	1.6%
3	23	1.5%
10	20	1.3%
8	19	1.2%
1	19	1.2%
13	17	1.1%
Other values (751)	1320	83.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	45	2.9%
1	19	1.2%
2	31	2.0%
3	23	1.5%
4	28	1.8%

Value	Count	Frequency (%)
20744	1	0.1%
18463	1	0.1%
18393	1	0.1%
17980	1	0.1%
17444	1	0.1%

rating_five_count
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	605
Distinct (%)	39.6%
Missing	45
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	442.2637435
Minimum	0
Maximum	11548
Zeros	31
Zeros (%)	2.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	12
median	79
Q3	413.5
95-th percentile	2048.25
Maximum	11548
Range	11548
Interquartile range (IQR)	401.5

Descriptive statistics

Standard deviation	980.2032696
Coefficient of variation (CV)	2.21633196
Kurtosis	34.12450729
Mean	442.2637435
Median Absolute Deviation (MAD)	76
Skewness	4.930986369
Sum	675779
Variance	960798.4497
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	49	3.1%
1	49	3.1%
3	44	2.8%
2	43	2.7%
4	34	2.2%
0	31	2.0%
9	26	1.7%
7	24	1.5%
8	21	1.3%
17	21	1.3%
Other values (595)	1186	75.4%
(Missing)	45	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31	2.0%
1	49	3.1%
2	43	2.7%
3	44	2.8%
4	34	2.2%

Value	Count	Frequency (%)
11548	1	0.1%
11184	1	0.1%
8290	1	0.1%
7530	1	0.1%
7337	1	0.1%

rating_four_count
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	440
Distinct (%)	28.8%
Missing	45
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	179.5994764
Minimum	0
Maximum	4152
Zeros	96
Zeros (%)	6.1%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	31.5
Q3	168.25
95-th percentile	758.6
Maximum	4152
Range	4152
Interquartile range (IQR)	163.25

Descriptive statistics

Standard deviation	400.5162311
Coefficient of variation (CV)	2.230052331
Kurtosis	27.71305173
Mean	179.5994764
Median Absolute Deviation (MAD)	30.5
Skewness	4.665102585
Sum	274428
Variance	160413.2514
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	96	6.1%
1	91	5.8%
2	67	4.3%
4	53	3.4%
3	53	3.4%
5	52	3.3%
7	32	2.0%
11	28	1.8%
6	27	1.7%
8	27	1.7%
Other values (430)	1002	63.7%
(Missing)	45	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	96	6.1%
1	91	5.8%
2	67	4.3%
3	53	3.4%
4	53	3.4%

Value	Count	Frequency (%)
4152	1	0.1%
3483	1	0.1%
3404	1	0.1%
3351	1	0.1%
3191	1	0.1%

rating_three_count
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	384
Distinct (%)	25.1%
Missing	45
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	134.5497382
Minimum	0
Maximum	3658
Zeros	138
Zeros (%)	8.8%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	24
Q3	129.25
95-th percentile	574.6
Maximum	3658
Range	3658
Interquartile range (IQR)	125.25

Descriptive statistics

Standard deviation	311.6906559
Coefficient of variation (CV)	2.316545985
Kurtosis	35.54985044
Mean	134.5497382
Median Absolute Deviation (MAD)	24
Skewness	5.174655967
Sum	205592
Variance	97151.06498
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138	8.8%
1	86	5.5%
2	79	5.0%
5	53	3.4%
3	51	3.2%
4	50	3.2%
6	36	2.3%
7	34	2.2%
10	31	2.0%
8	25	1.6%
Other values (374)	945	60.1%
(Missing)	45	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138	8.8%
1	86	5.5%
2	79	5.0%
3	51	3.2%
4	50	3.2%

Value	Count	Frequency (%)
3658	1	0.1%
3057	1	0.1%
2951	1	0.1%
2919	1	0.1%
2624	1	0.1%

rating_two_count
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	262
Distinct (%)	17.1%
Missing	45
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	63.71138743
Minimum	0
Maximum	2003
Zeros	196
Zeros (%)	12.5%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	11
Q3	62
95-th percentile	275.55
Maximum	2003
Range	2003
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	151.343933
Coefficient of variation (CV)	2.375461266
Kurtosis	44.81767579
Mean	63.71138743
Median Absolute Deviation (MAD)	11
Skewness	5.665096423
Sum	97351
Variance	22904.98607
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	196	12.5%
1	159	10.1%
2	84	5.3%
3	70	4.5%
4	56	3.6%
5	40	2.5%
6	38	2.4%
7	36	2.3%
8	30	1.9%
11	23	1.5%
Other values (252)	796	50.6%
(Missing)	45	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	196	12.5%
1	159	10.1%
2	84	5.3%
3	70	4.5%
4	56	3.6%

Value	Count	Frequency (%)
2003	1	0.1%
1736	1	0.1%
1410	1	0.1%
1310	1	0.1%
1174	1	0.1%

rating_one_count
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING
ZEROS

Distinct	330
Distinct (%)	21.6%
Missing	45
Missing (%)	2.9%
Infinite	0
Infinite (%)	0.0%

Mean	95.73560209
Minimum	0
Maximum	2789
Zeros	116
Zeros (%)	7.4%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	20
Q3	94
95-th percentile	396.65
Maximum	2789
Range	2789
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	214.0755444
Coefficient of variation (CV)	2.236112164
Kurtosis	41.82846709
Mean	95.73560209
Median Absolute Deviation (MAD)	19
Skewness	5.383055991
Sum	146284
Variance	45828.33869
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	116	7.4%
1	116	7.4%
3	76	4.8%
2	73	4.6%
4	59	3.8%
7	46	2.9%
5	39	2.5%
6	32	2.0%
8	32	2.0%
9	27	1.7%
Other values (320)	912	58.0%
(Missing)	45	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	116	7.4%
1	116	7.4%
2	73	4.6%
3	76	4.8%
4	59	3.8%

Value	Count	Frequency (%)
2789	1	0.1%
2559	1	0.1%
1846	1	0.1%
1736	1	0.1%
1600	1	0.1%

badges_count
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1422
1	138
2	11
3	2

Frequencies
Length

Value	Count	Frequency (%)
0	1422	90.4%
1	138	8.8%
2	11	0.7%
3	2	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

badge_local_product
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1544
1	29

Common Values
Chart

Value	Count	Frequency (%)
0	1544	98.2%
1	29	1.8%

badge_product_quality
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1456
1	117

Common Values
Chart

Value	Count	Frequency (%)
0	1456	92.6%
1	117	7.4%

badge_fast_shipping
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1553
1	20

Common Values
Chart

Value	Count	Frequency (%)
0	1553	98.7%
1	20	1.3%

tags
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	1230
Distinct (%)	78.2%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

Summer,Fashion,Necks,Skirts,Dress,Loose,Women's Fashion,Round neck,beach dress,sleeveless,Beach,Casual,Women	17
Summer,Sling,Dresses,Dress,V-neck,Casual,Pocket,Women's Fashion,Sleeveless dress,women dress,Floral,sleeveless,Women,loose dress,Pleated,casual dress	9
slimming,wasitcincher,Fashion,waistgirdle,slimmingcorset,Corset,Summer,Waist,waist trainer,Fashion Accessory,Vest,shaperwear,belt	8
Summer,short sleeve dress,neck dress,Necks,Sleeve,Beach,Dress,Loose,short sleeves,V-neck,Shorts,beach dress,Plus Size,Midi Dress,summer dress,Print,Pullovers,Women's Fashion,Casual,Women	7
Summer,Fashion,Necks,Beach,Dress,Loose,beach dress,Round neck,Women's Fashion,sleeveless,Skirts,Casual,Women	7
Other values (1225)	1525

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Summer,Fashion,Necks,Skirts,Dress,Loose,Women's Fashion,Round neck,beach dress,sleeveless,Beach,Casual,Women	17	1.1%
Summer,Sling,Dresses,Dress,V-neck,Casual,Pocket,Women's Fashion,Sleeveless dress,women dress,Floral,sleeveless,Women,loose dress,Pleated,casual dress	9	0.6%
slimming,wasitcincher,Fashion,waistgirdle,slimmingcorset,Corset,Summer,Waist,waist trainer,Fashion Accessory,Vest,shaperwear,belt	8	0.5%
Summer,short sleeve dress,neck dress,Necks,Sleeve,Beach,Dress,Loose,short sleeves,V-neck,Shorts,beach dress,Plus Size,Midi Dress,summer dress,Print,Pullovers,Women's Fashion,Casual,Women	7	0.4%
Summer,Fashion,Necks,Beach,Dress,Loose,beach dress,Round neck,Women's Fashion,sleeveless,Skirts,Casual,Women	7	0.4%
Summer,Women Rompers,Plus Size,women long pants,linenjumpsuit,pants,Overalls,Loose,plussizejumpsuit,Women's Fashion,strappant,Long pants,Jumpsuits & Rompers,rompers womens jumpsuit,Vintage,Women,women Jumpsuit,Casual,jumpsuit	7	0.4%
Summer,Leggings,Fashion,high waist,pants,slim,Women's Fashion,trousers,Green,Army,Women	6	0.4%
Mini,womens dresses,Summer,sleevele,Dress,Mini dress,Women's Fashion,Fashion,backless,party,sexy,summer dresses,Women S Clothing,Casual,sleeveless	5	0.3%
pajamaset,Fashion,sexy pajamas for womens,silksleepwearforwomen,silksleepwear,pajamassuit,Casual,Women's Fashion,Summer,Sleepwear,pajamasforwomen,silksleepwearnightgown,silk,pajamassleepwear,women's pajamas,Women	5	0.3%
butterfly,Mini,Vest,Fashion,Tank,Necks,Summer,womemstop,Tops,tank top,Round neck,#top #crop,tankvest,sleeveless,Casual	5	0.3%
Other values (1220)	1497	95.2%

Frequencies of value counts

Unique

Unique	1005 ?
Unique (%)	63.9%

Histogram of lengths of the category

Length

Max length	448
Median length	165
Mean length	169.1411316
Min length	61

product_color
Categorical

HIGH CARDINALITY
MISSING

Distinct	101
Distinct (%)	6.6%
Missing	41
Missing (%)	2.6%
Memory size	12.3 KiB

black	302
white	254
yellow	105
blue	99
pink	99
Other values (96)	673

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
black	302	19.2%
white	254	16.1%
yellow	105	6.7%
blue	99	6.3%
pink	99	6.3%
red	93	5.9%
green	90	5.7%
grey	71	4.5%
purple	53	3.4%
armygreen	31	2.0%
Other values (91)	335	21.3%
(Missing)	41	2.6%

Frequencies of value counts

Unique

Unique	39 ?
Unique (%)	2.5%

Histogram of lengths of the category

Length

Max length	19
Median length	5
Mean length	5.466624285
Min length	3

product_variation_size_id
Categorical

HIGH CARDINALITY

Distinct	106
Distinct (%)	6.8%
Missing	14
Missing (%)	0.9%
Memory size	12.3 KiB

S	641
XS	356
M	200
XXS	100
L	49
Other values (101)	213

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
S	641	40.8%
XS	356	22.6%
M	200	12.7%
XXS	100	6.4%
L	49	3.1%
S.	18	1.1%
XL	17	1.1%
XXL	15	1.0%
XXXS	6	0.4%
4XL	5	0.3%
Other values (96)	152	9.7%
(Missing)	14	0.9%

Frequencies of value counts

Unique

Unique	63 ?
Unique (%)	4.0%

Histogram of lengths of the category

Length

Max length	28
Median length	1
Mean length	1.944055944
Min length	1

product_variation_inventory
Real number (ℝ_≥0)

Distinct	48
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	33.08137317
Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	50
Q3	50
95-th percentile	50
Maximum	50
Range	49
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	21.35313744
Coefficient of variation (CV)	0.6454731286
Kurtosis	-1.574971382
Mean	33.08137317
Median Absolute Deviation (MAD)	0
Skewness	-0.5656531028
Sum	52037
Variance	455.9564785
Monotocity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
50	907	57.7%
1	152	9.7%
2	81	5.1%
5	74	4.7%
3	52	3.3%
10	40	2.5%
4	25	1.6%
9	22	1.4%
7	18	1.1%
6	18	1.1%
Other values (38)	184	11.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	152	9.7%
2	81	5.1%
3	52	3.3%
4	25	1.6%
5	74	4.7%

Value	Count	Frequency (%)
50	907	57.7%
49	9	0.6%
48	4	0.3%
47	4	0.3%
46	6	0.4%

shipping_option_name
Categorical

Distinct	15
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

Livraison standard	1508
Standard Shipping	21
Envio Padrão	9
Expediere Standard	6
Envío normal	5
Other values (10)	24

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Livraison standard	1508	95.9%
Standard Shipping	21	1.3%
Envio Padrão	9	0.6%
Expediere Standard	6	0.4%
Envío normal	5	0.3%
الشحن القياسي	4	0.3%
Standardversand	3	0.2%
Стандартная доставка	3	0.2%
Livraison Express	3	0.2%
Standardowa wysyłka	3	0.2%
Other values (5)	8	0.5%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	23
Median length	18
Mean length	17.92180547
Min length	12

shipping_option_price
Real number (ℝ_≥0)

Distinct	8
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.345200254
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	12
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.024371048
Coefficient of variation (CV)	0.4367947029
Kurtosis	6.534053273
Mean	2.345200254
Median Absolute Deviation (MAD)	1
Skewness	1.365252463
Sum	3689
Variance	1.049336044
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	619	39.4%
3	520	33.1%
1	308	19.6%
4	76	4.8%
5	32	2.0%
6	12	0.8%
7	5	0.3%
12	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	308	19.6%
2	619	39.4%
3	520	33.1%
4	76	4.8%
5	32	2.0%

Value	Count	Frequency (%)
12	1	0.1%
7	5	0.3%
6	12	0.8%
5	32	2.0%
4	76	4.8%

shipping_is_express
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1569
1	4

Common Values
Chart

Value	Count	Frequency (%)
0	1569	99.7%
1	4	0.3%

countries_shipped_to
Real number (ℝ_≥0)

Distinct	94
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.45645264
Minimum	6
Maximum	140
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	6
5-th percentile	18
Q1	31
median	40
Q3	43
95-th percentile	72.4
Maximum	140
Range	134
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	20.30120308
Coefficient of variation (CV)	0.501803835
Kurtosis	11.38391925
Mean	40.45645264
Median Absolute Deviation (MAD)	5
Skewness	2.961890329
Sum	63638
Variance	412.1388467
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41	171	10.9%
43	170	10.8%
40	106	6.7%
38	76	4.8%
36	64	4.1%
35	61	3.9%
42	57	3.6%
39	43	2.7%
25	39	2.5%
37	38	2.4%
Other values (84)	748	47.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	0.1%
8	6	0.4%
9	4	0.3%
10	7	0.4%
11	2	0.1%

Value	Count	Frequency (%)
140	3	0.2%
139	14	0.9%
138	9	0.6%
137	3	0.2%
135	2	0.1%

inventory_total
Real number (ℝ_≥0)

Distinct	10
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	49.82136046
Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	1
5-th percentile	50
Q1	50
median	50
Q3	50
95-th percentile	50
Maximum	50
Range	49
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.562799326
Coefficient of variation (CV)	0.05143977007
Kurtosis	287.2634299
Mean	49.82136046
Median Absolute Deviation (MAD)	0
Skewness	-16.47787667
Sum	78369
Variance	6.567940387
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
50	1563	99.4%
2	2	0.1%
40	1	0.1%
38	1	0.1%
37	1	0.1%
36	1	0.1%
30	1	0.1%
24	1	0.1%
9	1	0.1%
1	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
2	2	0.1%
9	1	0.1%
24	1	0.1%
30	1	0.1%

Value	Count	Frequency (%)
50	1563	99.4%
40	1	0.1%
38	1	0.1%
37	1	0.1%
36	1	0.1%

has_urgency_banner
Boolean

MISSING

Distinct	1
Distinct (%)	0.2%
Missing	1100
Missing (%)	69.9%
Memory size	12.3 KiB

1	473
(Missing)	1100

Common Values
Chart

Value	Count	Frequency (%)
1	473	30.1%
(Missing)	1100	69.9%

urgency_text
Categorical

MISSING

Distinct	2
Distinct (%)	0.4%
Missing	1100
Missing (%)	69.9%
Memory size	12.3 KiB

Quantité limitée !	472
Réduction sur les achats en gros	1

Frequencies
Length

Value	Count	Frequency (%)
Quantité limitée !	472	30.0%
Réduction sur les achats en gros	1	0.1%
(Missing)	1100	69.9%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	0.2%

Histogram of lengths of the category

Length

Max length	32
Median length	3
Mean length	7.519389701
Min length	3

origin_country
Categorical

MISSING

Distinct	6
Distinct (%)	0.4%
Missing	17
Missing (%)	1.1%
Memory size	12.3 KiB

CN	1516
US	31
VE	5
SG	2
AT	1

Frequencies
Length

Value	Count	Frequency (%)
CN	1516	96.4%
US	31	2.0%
VE	5	0.3%
SG	2	0.1%
AT	1	0.1%
GB	1	0.1%
(Missing)	17	1.1%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.010807374
Min length	2

merchant_title
Categorical

HIGH CARDINALITY

Distinct	958
Distinct (%)	60.9%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

guangzhouweishiweifushiyouxiangongsi	15
Suyi Technology	12
sjhdstoer	9
shuilingjiao international trade company	8
Cenic Beauty	8
Other values (953)	1521

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
guangzhouweishiweifushiyouxiangongsi	15	1.0%
Suyi Technology	12	0.8%
sjhdstoer	9	0.6%
shuilingjiao international trade company	8	0.5%
Cenic Beauty	8	0.5%
Sangboo Store	8	0.5%
Pentiumhorse	7	0.4%
fengjinying	6	0.4%
sklioppp	6	0.4%
Smart Home International Co.Ltd	6	0.4%
Other values (948)	1488	94.6%

Frequencies of value counts

Unique

Unique	635 ?
Unique (%)	40.4%

Histogram of lengths of the category

Length

Max length	51
Median length	11
Mean length	12.26636999
Min length	2

merchant_name
Categorical

HIGH CARDINALITY

Distinct	957
Distinct (%)	61.0%
Missing	4
Missing (%)	0.3%
Memory size	12.3 KiB

广州唯适唯服饰有限公司	15
greatexpectationstechnology	12
sjhdstoer	9
sangboostore	8
shuilingjiaointernationaltradecompany	8
Other values (952)	1517

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
广州唯适唯服饰有限公司	15	1.0%
greatexpectationstechnology	12	0.8%
sjhdstoer	9	0.6%
sangboostore	8	0.5%
shuilingjiaointernationaltradecompany	8	0.5%
cenicbeauty	8	0.5%
pentiumhorse	7	0.4%
fengjinying	6	0.4%
zuilangmands	6	0.4%
sklioppp	6	0.4%
Other values (947)	1484	94.3%

Frequencies of value counts

Unique

Unique	635 ?
Unique (%)	40.5%

Histogram of lengths of the category

Length

Max length	52
Median length	11
Mean length	11.71964399
Min length	2

merchant_info_subtitle
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	1058
Distinct (%)	67.3%
Missing	1
Missing (%)	0.1%
Memory size	12.3 KiB

83 % avis positifs (32,168 notes)	14
86 % avis positifs (12,309 notes)	11
87 % avis positifs (42,919 notes)	8
85 % avis positifs (80,093 notes)	7
84 % avis positifs (5,654 notes)	6
Other values (1053)	1526

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
83 % avis positifs (32,168 notes)	14	0.9%
86 % avis positifs (12,309 notes)	11	0.7%
87 % avis positifs (42,919 notes)	8	0.5%
85 % avis positifs (80,093 notes)	7	0.4%
84 % avis positifs (5,654 notes)	6	0.4%
84 % avis positifs (36,361 notes)	6	0.4%
86 % avis positifs (65,189 notes)	6	0.4%
89 % avis positifs (55,499 notes)	6	0.4%
84 % avis positifs (1,047 notes)	5	0.3%
85 % avis positifs (5,264 notes)	5	0.3%
Other values (1048)	1498	95.2%

Frequencies of value counts

Unique

Unique	742 ?
Unique (%)	47.2%

Histogram of lengths of the category

Length

Max length	54
Median length	32
Mean length	28.79148125
Min length	3

merchant_rating_count
Real number (ℝ_≥0)

Distinct	917
Distinct (%)	58.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26495.8328
Minimum	0
Maximum	2174765
Zeros	1
Zeros (%)	0.1%
Memory size	12.3 KiB

Quantile statistics

Minimum	0
5-th percentile	77.4
Q1	1987
median	7936
Q3	24564
95-th percentile	105015
Maximum	2174765
Range	2174765
Interquartile range (IQR)	22577

Descriptive statistics

Standard deviation	78474.45561
Coefficient of variation (CV)	2.961765957
Kurtosis	380.1505712
Mean	26495.8328
Median Absolute Deviation (MAD)	7334
Skewness	15.88901874
Sum	41677945
Variance	6158240183
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32168	15	1.0%
12309	12	0.8%
80093	9	0.6%
42919	8	0.5%
88193	8	0.5%
10600	8	0.5%
55499	7	0.4%
31	7	0.4%
129	6	0.4%
65189	6	0.4%
Other values (907)	1487	94.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
3	2	0.1%
4	2	0.1%
6	4	0.3%
8	1	0.1%

Value	Count	Frequency (%)
2174765	1	0.1%
839882	3	0.2%
402743	3	0.2%
366898	1	0.1%
330405	1	0.1%

merchant_rating
Real number (ℝ_≥0)

Distinct	952
Distinct (%)	60.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.032345119
Minimum	2.333333333
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	12.3 KiB

Quantile statistics

Minimum	2.333333333
5-th percentile	3.70758405
Q1	3.917353419
median	4.040650407
Q3	4.161796723
95-th percentile	4.325714254
Maximum	5
Range	2.666666667
Interquartile range (IQR)	0.2444433038

Descriptive statistics

Standard deviation	0.204767997
Coefficient of variation (CV)	0.0507813669
Kurtosis	5.316849955
Mean	4.032345119
Median Absolute Deviation (MAD)	0.1222830596
Skewness	-1.029755428
Sum	6342.878873
Variance	0.04192993259
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.884543646	15	1.0%
4.045170201	12	0.8%
4.00669222	9	0.6%
4.080890774	8	0.5%
3.86754717	8	0.5%
4.105967054	8	0.5%
4.138885385	7	0.4%
4.146957347	6	0.4%
3.899673276	6	0.4%
4.049640277	6	0.4%
Other values (942)	1488	94.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.333333333	1	0.1%
2.941176471	1	0.1%
3	1	0.1%
3.034482759	1	0.1%
3.038961039	1	0.1%

Value	Count	Frequency (%)
5	1	0.1%
4.57751938	1	0.1%
4.521865889	1	0.1%
4.5125	1	0.1%
4.501472031	1	0.1%

merchant_id
Categorical

HIGH CARDINALITY

Distinct	958
Distinct (%)	60.9%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

558c2cdc89d53c4005ea2920	15
5acaf29d5ebcfd72403106a8	12
583138b06339b410ab9663ec	9
582833faea77701b456c786a	8
564d8a9ac0f55a1276cd96f8	8
Other values (953)	1521

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
558c2cdc89d53c4005ea2920	15	1.0%
5acaf29d5ebcfd72403106a8	12	0.8%
583138b06339b410ab9663ec	9	0.6%
582833faea77701b456c786a	8	0.5%
564d8a9ac0f55a1276cd96f8	8	0.5%
5533c83986ff95173dc017d0	8	0.5%
5926c5ace8ff5525241b368d	7	0.4%
5b160017daac45594728d9ba	6	0.4%
5639cd9bddb94f103070ef9f	6	0.4%
56fba259138ef73c2a749a56	6	0.4%
Other values (948)	1488	94.6%

Frequencies of value counts

Unique

Unique	635 ?
Unique (%)	40.4%

Histogram of lengths of the category

Length

Max length	24
Median length	24
Mean length	24
Min length	24

merchant_has_profile_picture
Boolean

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

0	1347
1	226

Common Values
Chart

Value	Count	Frequency (%)
0	1347	85.6%
1	226	14.4%

merchant_profile_picture
URL

MISSING

Distinct	125
Distinct (%)	55.3%
Missing	1347
Missing (%)	85.6%
Memory size	12.3 KiB

https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5acaf29d5ebcfd72403106a8.jpg	12
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5533c83986ff95173dc017d0.jpg	8
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_58ad449708de0c6dc59d9e06.jpg	6
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_55c8a4c33a698c6010edcd9e.jpg	6
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_577fb2b368116418674befd9.jpg	5
Other values (120)	189
(Missing)	1347

Value	Count	Frequency (%)
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5acaf29d5ebcfd72403106a8.jpg	12	0.8%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5533c83986ff95173dc017d0.jpg	8	0.5%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_58ad449708de0c6dc59d9e06.jpg	6	0.4%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_55c8a4c33a698c6010edcd9e.jpg	6	0.4%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_577fb2b368116418674befd9.jpg	5	0.3%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5268759b736046671957190c.jpg	5	0.3%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_539937d634067e06707b1a8e.jpg	4	0.3%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_557ed5b886d66519ff242099.jpg	4	0.3%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_58131ddf6f55296033923a7c.jpg	4	0.3%
https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_55ed5a3362e273427107759e.jpg	4	0.3%
Other values (115)	168	10.7%
(Missing)	1347	85.6%

Value	Count	Frequency (%)
https	226	14.4%
(Missing)	1347	85.6%

Value	Count	Frequency (%)
s3-us-west-1.amazonaws.com	226	14.4%
(Missing)	1347	85.6%

Value	Count	Frequency (%)
/sweeper-production-merchantimage/dp_5acaf29d5ebcfd72403106a8.jpg	12	0.8%
/sweeper-production-merchantimage/dp_5533c83986ff95173dc017d0.jpg	8	0.5%
/sweeper-production-merchantimage/dp_55c8a4c33a698c6010edcd9e.jpg	6	0.4%
/sweeper-production-merchantimage/dp_58ad449708de0c6dc59d9e06.jpg	6	0.4%
/sweeper-production-merchantimage/dp_5268759b736046671957190c.jpg	5	0.3%
/sweeper-production-merchantimage/dp_577fb2b368116418674befd9.jpg	5	0.3%
/sweeper-production-merchantimage/dp_5495976a40b3782bc8b3654a.jpg	4	0.3%
/sweeper-production-merchantimage/dp_57c306d73a698c06f98ed450.jpg	4	0.3%
/sweeper-production-merchantimage/dp_557ed5b886d66519ff242099.jpg	4	0.3%
/sweeper-production-merchantimage/dp_58131ddf6f55296033923a7c.jpg	4	0.3%
Other values (115)	168	10.7%
(Missing)	1347	85.6%

Value	Count	Frequency (%)
	226	14.4%
(Missing)	1347	85.6%

Value	Count	Frequency (%)
	226	14.4%
(Missing)	1347	85.6%

product_url
URL

Distinct	1341
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

https://www.wish.com/c/5cde56ea6bbbd86b1cbab4a8	3
https://www.wish.com/c/5e9a74e447f7d92c8db8d14b	3
https://www.wish.com/c/5dea1d9cec016f062ce8aab1	3
https://www.wish.com/c/5ebff6d34a4cf4438dba5d80	3
https://www.wish.com/c/5e142dee04c3e579e89576a3	3
Other values (1336)	1558

Value	Count	Frequency (%)
https://www.wish.com/c/5cde56ea6bbbd86b1cbab4a8	3	0.2%
https://www.wish.com/c/5e9a74e447f7d92c8db8d14b	3	0.2%
https://www.wish.com/c/5dea1d9cec016f062ce8aab1	3	0.2%
https://www.wish.com/c/5ebff6d34a4cf4438dba5d80	3	0.2%
https://www.wish.com/c/5e142dee04c3e579e89576a3	3	0.2%
https://www.wish.com/c/5e16cb87e6dd7c03be24b28a	3	0.2%
https://www.wish.com/c/5e93d60ebc5446aedde50c50	3	0.2%
https://www.wish.com/c/5eba05b08c884a0bddd0ad96	3	0.2%
https://www.wish.com/c/5eb4dd169263020a42be1a88	3	0.2%
https://www.wish.com/c/5ec1e63f7abee20ab93c68f2	3	0.2%
Other values (1331)	1543	98.1%

Value	Count	Frequency (%)
https	1573	100.0%

Value	Count	Frequency (%)
www.wish.com	1573	100.0%

Value	Count	Frequency (%)
/c/5e16cb87e6dd7c03be24b28a	3	0.2%
/c/5c80e8a150c63d28c67b8f14	3	0.2%
/c/5ebe0ead593b960eb1c82d0b	3	0.2%
/c/5eb2200b989caa081980b812	3	0.2%
/c/5cde56ea6bbbd86b1cbab4a8	3	0.2%
/c/5eba5b1c29367c77b5c0eb35	3	0.2%
/c/5ec1e63f7abee20ab93c68f2	3	0.2%
/c/5e93d60ebc5446aedde50c50	3	0.2%
/c/5e142dee04c3e579e89576a3	3	0.2%
/c/5ee8875404718a4bba2d6348	3	0.2%
Other values (1331)	1543	98.1%

Value	Count	Frequency (%)
	1573	100.0%

Value	Count	Frequency (%)
	1573	100.0%

product_picture
URL

Distinct	1341
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

https://contestimg.wish.com/api/webimage/5e9932cab3eafb25c00ba79f-medium.jpg	3
https://contestimg.wish.com/api/webimage/5c80e8a150c63d28c67b8f14-medium.jpg	3
https://contestimg.wish.com/api/webimage/5cde56ea6bbbd86b1cbab4a8-medium.jpg	3
https://contestimg.wish.com/api/webimage/5e9dad8cbc19c300417e1733-medium.jpg	3
https://contestimg.wish.com/api/webimage/5e93d60ebc5446aedde50c50-medium.jpg	3
Other values (1336)	1558

Value	Count	Frequency (%)
https://contestimg.wish.com/api/webimage/5e9932cab3eafb25c00ba79f-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5c80e8a150c63d28c67b8f14-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5cde56ea6bbbd86b1cbab4a8-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5e9dad8cbc19c300417e1733-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5e93d60ebc5446aedde50c50-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5eba05b08c884a0bddd0ad96-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5ebff6d34a4cf4438dba5d80-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5eb2200b989caa081980b812-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5dea1d9cec016f062ce8aab1-medium.jpg	3	0.2%
https://contestimg.wish.com/api/webimage/5eb4dd169263020a42be1a88-medium.jpg	3	0.2%
Other values (1331)	1543	98.1%

Value	Count	Frequency (%)
https	1573	100.0%

Value	Count	Frequency (%)
contestimg.wish.com	1573	100.0%

Value	Count	Frequency (%)
/api/webimage/5eba5b1c29367c77b5c0eb35-medium.jpg	3	0.2%
/api/webimage/5eb4dd169263020a42be1a88-medium.jpg	3	0.2%
/api/webimage/5eba05b08c884a0bddd0ad96-medium.jpg	3	0.2%
/api/webimage/5cde56ea6bbbd86b1cbab4a8-medium.jpg	3	0.2%
/api/webimage/5cedf93ac0baab7389f4ccd7-medium.jpg	3	0.2%
/api/webimage/5eb2200b989caa081980b812-medium.jpg	3	0.2%
/api/webimage/5e142dee04c3e579e89576a3-medium.jpg	3	0.2%
/api/webimage/5ea91e4d29b81241e1d43b27-medium.jpg	3	0.2%
/api/webimage/5eb4f323b67a8d189a8f8380-medium.jpg	3	0.2%
/api/webimage/5e9a74e447f7d92c8db8d14b-medium.jpg	3	0.2%
Other values (1331)	1543	98.1%

Value	Count	Frequency (%)
	1573	100.0%

Value	Count	Frequency (%)
	1573	100.0%

product_id
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	1341
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

5cde56ea6bbbd86b1cbab4a8	3
5cedf93ac0baab7389f4ccd7	3
5eb4f323b67a8d189a8f8380	3
5ebff6d34a4cf4438dba5d80	3
5ee8875404718a4bba2d6348	3
Other values (1336)	1558

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
5cde56ea6bbbd86b1cbab4a8	3	0.2%
5cedf93ac0baab7389f4ccd7	3	0.2%
5eb4f323b67a8d189a8f8380	3	0.2%
5ebff6d34a4cf4438dba5d80	3	0.2%
5ee8875404718a4bba2d6348	3	0.2%
5ec1e63f7abee20ab93c68f2	3	0.2%
5ebe0ead593b960eb1c82d0b	3	0.2%
5c80e8a150c63d28c67b8f14	3	0.2%
5eaa6d9c8d99eb3ec06709f4	3	0.2%
5ea91e4d29b81241e1d43b27	3	0.2%
Other values (1331)	1543	98.1%

Frequencies of value counts

Unique

Unique	1130 ?
Unique (%)	71.8%

Histogram of lengths of the category

Length

Max length	24
Median length	24
Mean length	24
Min length	24

theme
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

summer	1573

Frequencies
Length

Value	Count	Frequency (%)
summer	1573	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

crawl_month
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.3 KiB

2020-08	1573

Frequencies
Length

Value	Count	Frequency (%)
2020-08	1573	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	title	title_orig	price	retail_price	currency_buyer	units_sold	uses_ad_boosts	rating	rating_count	rating_five_count	rating_four_count	rating_three_count	rating_two_count	rating_one_count	tags	product_color	product_variation_size_id	product_variation_inventory	shipping_option_name	shipping_option_price	countries_shipped_to	inventory_total	has_urgency_banner	urgency_text	origin_country	merchant_title	merchant_name	merchant_info_subtitle	merchant_rating_count	merchant_rating	merchant_id	merchant_has_profile_picture	merchant_profile_picture	product_url	product_picture	product_id	theme	crawl_month
0	2020 Summer Vintage Flamingo Print Pajamas Set Casual Loose T Shirt Top And Elastic Shorts Women Sleepwear Night Wear Loungewear Sets	2020 Summer Vintage Flamingo Print Pajamas Set Casual Loose T Shirt Top And Elastic Shorts Women Sleepwear Night Wear Loungewear Sets	16.00	14	EUR	100	0	3.76	54	26.0	8.0	10.0	1.0	9.0	Summer,Fashion,womenunderwearsuit,printedpajamasset,womencasualshort,Women's Fashion,flamingo,loungewearset,Casual,Shirt,casualsleepwear,Shorts,flamingotshirt,Elastic,Vintage,Tops,tshirtandshortsset,Women,Sleepwear,Print,womenpajamasset,womennightwear,Pajamas,womensleepwearset	white	M	50	Livraison standard	4	34	50	1.0	Quantité limitée !	CN	zgrdejia	zgrdejia	(568 notes)	568	4.128521	595097d6a26f6e070cb878d1	0	NaN	https://www.wish.com/c/5e9ae51d43d6a96e303acdb0	https://contestimg.wish.com/api/webimage/5e9ae51d43d6a96e303acdb0-medium.jpg	5e9ae51d43d6a96e303acdb0	summer	2020-08
1	SSHOUSE Summer Casual Sleeveless Soirée Party Soirée sans manches Vêtements de plage sexy Mini robe femme wshC1612242400387A21	Women's Casual Summer Sleeveless Sexy Mini Dress	8.00	22	EUR	20000	1	3.45	6135	2269.0	1027.0	1118.0	644.0	1077.0	Mini,womens dresses,Summer,Patchwork,fashion dress,Dress,Mini dress,Women's Fashion,Women S Clothing,backless,party,summer dresses,sleeveless,sexy,Casual	green	XS	50	Livraison standard	2	41	50	1.0	Quantité limitée !	CN	SaraHouse	sarahouse	83 % avis positifs (17,752 notes)	17752	3.899673	56458aa03a698c35c9050988	0	NaN	https://www.wish.com/c/58940d436a0d3d5da4e95a38	https://contestimg.wish.com/api/webimage/58940d436a0d3d5da4e95a38-medium.jpg	58940d436a0d3d5da4e95a38	summer	2020-08
2	2020 Nouvelle Arrivée Femmes Printemps et Été Plage Porter Longue Mince Cardigan Ouvert Avant Kimono Vert Feuille Imprimé En Mousseline de Soie Cardigan S-5XL	2020 New Arrival Women Spring and Summer Beach Wear Long Thin Cardigan Open Front Kimono Green Leaf Printed Chiffon Cardigan S-5XL	8.00	43	EUR	100	0	3.57	14	5.0	4.0	2.0	0.0	3.0	Summer,cardigan,women beachwear,chiffon,Sexy women,Coat,summercardigan,openfront,short sleeves,Swimsuit,Women's Fashion,leaf,Green,printed,Spring,longcardigan,Women,Beach,kimono	leopardprint	XS	1	Livraison standard	3	36	50	1.0	Quantité limitée !	CN	hxt520	hxt520	86 % avis positifs (295 notes)	295	3.989831	5d464a1ffdf7bc44ee933c65	0	NaN	https://www.wish.com/c/5ea10e2c617580260d55310a	https://contestimg.wish.com/api/webimage/5ea10e2c617580260d55310a-medium.jpg	5ea10e2c617580260d55310a	summer	2020-08
3	Hot Summer Cool T-shirt pour les femmes Mode Tops Abeille Lettres imprimées Manches courtes O Neck Coton T-shirts Tops Tee Vêtements	Hot Summer Cool T Shirt for Women Fashion Tops Bee Printed Letters Short Sleeve O Neck Cotton T-shirts Tops Tee Clothing	8.00	8	EUR	5000	1	4.03	579	295.0	119.0	87.0	42.0	36.0	Summer,Shorts,Cotton,Cotton T Shirt,Sleeve,printedletterstop,Clothing,Tops,Necks,short sleeves,Women's Fashion,Women Clothing,printed,Women,tshirtforwomen,Fashion,T Shirts,Shirt	black	M	50	Livraison standard	2	41	50	NaN	NaN	CN	allenfan	allenfan	(23,832 notes)	23832	4.020435	58cfdefdacb37b556efdff7c	0	NaN	https://www.wish.com/c/5cedf17ad1d44c52c59e4aca	https://contestimg.wish.com/api/webimage/5cedf17ad1d44c52c59e4aca-medium.jpg	5cedf17ad1d44c52c59e4aca	summer	2020-08
4	Femmes Shorts d'été à lacets taille élastique lâche mince pantalon décontracté, plus la taille S-8XL	Women Summer Shorts Lace Up Elastic Waistband Loose Thin Casual Pants Plus Size S-8XL	2.72	3	EUR	100	1	3.10	20	6.0	4.0	2.0	2.0	6.0	Summer,Plus Size,Lace,Casual pants,Bottom,pants,Loose,Women's Fashion,Shorts,Lace Up,Elastic,Casual,Women	yellow	S	1	Livraison standard	1	35	50	1.0	Quantité limitée !	CN	youngpeopleshop	happyhorses	85 % avis positifs (14,482 notes)	14482	4.001588	5ab3b592c3911a095ad5dadb	0	NaN	https://www.wish.com/c/5ebf5819ebac372b070b0e70	https://contestimg.wish.com/api/webimage/5ebf5819ebac372b070b0e70-medium.jpg	5ebf5819ebac372b070b0e70	summer	2020-08
5	Plus la taille d'été femmes décontracté sans manches barboteuses combinaisons combinaison de couleur unie jarretelles pantalons lâche salopette	Plus Size Summer Women Casual Sleeveless Rompers Jumpsuits Solid Color Suspender Ttrousers Loose Overalls	3.92	9	EUR	10	0	5.00	1	1.0	0.0	0.0	0.0	0.0	Deep V-Neck,Summer,Plus Size,Spaghetti Strap,Overalls,Women's Fashion,sleeveless,Women,Casual,jumpsuit	navyblue	Size-XS	1	Livraison standard	1	40	50	NaN	NaN	CN	zhoulinglinga	zhoulinglinga	75 % avis positifs (65 notes)	65	3.507692	5e4b9c3801ba9d210036fc5a	0	NaN	https://www.wish.com/c/5ec645bafd107a02279c8c54	https://contestimg.wish.com/api/webimage/5ec645bafd107a02279c8c54-medium.jpg	5ec645bafd107a02279c8c54	summer	2020-08
6	Women Fashion Loose Lace Blouse Blouse V Neck Bat Sleeves T Shirt Hollow Out Tops Plus Grande Taille XS-8XL	Women Fashion Loose Lace Blouse V Neck Bat Sleeves T Shirt Hollow Out Tops Plus Size XS-8XL	7.00	6	EUR	50000	0	3.84	6742	3172.0	1352.0	971.0	490.0	757.0	blouse,Women,lace t shirt,summer t-shirts,Lace,Sleeve,Women Blouse,loose shirt,Short Sleeve Blouses,Pure Color,Womens Blouse,Bat,lace shirts,Necks,Women's Fashion,Plus Size,loose t-shirt,Short Sleeve T-Shirt,Fashion,Tops,Shirt	white	XS	50	Livraison standard	2	31	50	NaN	NaN	CN	Unique Li Fashion Shop	uniquelifashionshopbb657bfe91d211e598c7063a14dc88b5	86 % avis positifs (10,194 notes)	10194	4.076516	5652f4053a698c76dc9a3f37	1	https://s3-us-west-1.amazonaws.com/sweeper-production-merchantimage/dp_5652f4053a698c76dc9a3f37.jpg	https://www.wish.com/c/5c63a337d5e2ce4bbb3152cf	https://contestimg.wish.com/api/webimage/5c63a337d5e2ce4bbb3152cf-medium.jpg	5c63a337d5e2ce4bbb3152cf	summer	2020-08
7	Robe tunique ample femme Robe d'été Robe en jean Robe chemise en jean Robe droite	Women's Baggy Tunic Dress Summer Dress Denim Dress Denim Shirt Dress Shift Dress	12.00	11	EUR	1000	0	3.76	286	120.0	56.0	61.0	18.0	31.0	Jeans,Fashion,tunic,Shirt,Summer,Dress,Denim,summer dress,denimjeansdres,short sleeves,casual dresses,Women's Fashion,Tunic dress,minishirtdres,Lines,mididre	blue	M.	50	Livraison standard	3	139	50	NaN	NaN	CN	So Band	soband	(342 notes)	342	3.681287	5d45349676befe65691dcfbb	0	NaN	https://www.wish.com/c/5e0ae5ebc2efb76ccf0a3391	https://contestimg.wish.com/api/webimage/5e0ae5ebc2efb76ccf0a3391-medium.jpg	5e0ae5ebc2efb76ccf0a3391	summer	2020-08
8	Robe d'été décontractée à manches courtes pour femmes	Women's Summer Casual Dress Fashion Short Sleeve Slim Dress	11.00	84	EUR	100	1	3.47	15	6.0	2.0	3.0	1.0	3.0	slim dress,summer dress,womenshortsleevedre,Sleeve,Summer,Dress,slim,short sleeves,Women's Fashion,Shorts,boho dress,slimfitdre,Fashion,Casual	black	M	50	Livraison standard	2	36	50	1.0	Quantité limitée !	CN	chenxiangjunjun	chenxiangjunjun	82 % avis positifs (330 notes)	330	3.803030	5d42980e8388970d32294ddc	0	NaN	https://www.wish.com/c/5e6f1fb7fe4a5bb4b8bf36e5	https://contestimg.wish.com/api/webimage/5e6f1fb7fe4a5bb4b8bf36e5-medium.jpg	5e6f1fb7fe4a5bb4b8bf36e5	summer	2020-08
9	Femmes d'été, plus la taille décontractée lâche col en V à manches courtes imprimé floral Blouse Tops	Summer Women Plus Size Casual Loose V Neck Short Sleeve Floral Printed Blouse Tops	5.78	22	EUR	5000	0	3.60	687	287.0	128.0	92.0	68.0	112.0	blouse,Summer,Plus Size,Floral print,Necks,Sleeve,summer shirt,Loose,short sleeves,Casual,T Shirts,Shorts,Fashion,Floral,Women,Women's Fashion,Tops,printed	beige	S	50	Livraison standard	2	33	50	NaN	NaN	CN	Luowei clothe	luoweiclothe	85 % avis positifs (5,534 notes)	5534	3.999819	5ba2251b4315d12ebce873fa	0	NaN	https://www.wish.com/c/5ccfaf238a8d535cec2dfb47	https://contestimg.wish.com/api/webimage/5ccfaf238a8d535cec2dfb47-medium.jpg	5ccfaf238a8d535cec2dfb47	summer	2020-08

Last rows

	title	title_orig	price	retail_price	currency_buyer	units_sold	uses_ad_boosts	rating	rating_count	rating_five_count	rating_four_count	rating_three_count	rating_two_count	rating_one_count	badges_count	badge_product_quality	tags	product_color	product_variation_size_id	product_variation_inventory	shipping_option_name	shipping_option_price	countries_shipped_to	inventory_total	has_urgency_banner	urgency_text	origin_country	merchant_title	merchant_name	merchant_info_subtitle	merchant_rating_count	merchant_rating	merchant_id	merchant_profile_picture	product_url	product_picture	product_id	theme	crawl_month
1563	ZANZEA Femmes Été Polka Dot Kaftan Beach Club Party Longue Maxi Dress HOT Long Dress	ZANZEA Women Summer Polka Dot Kaftan Beach Club Party Long Maxi Dress HOT Long Dress	15.00	92	EUR	100	0	3.51	74	26.0	15.0	15.0	7.0	11.0	0	0	Summer,loosedresse,kaftan,long dress,baggydres,Dress,Polkas,robesforwomen,Women's Fashion,34sleevedres,party,roundneckdres,vestido,maxi dress,Beach,polka dot,Women	red	L	50	Envio Padrão	4	38	50	NaN	NaN	CN	fashionforgirls	guangzhouchanny	88% Feedback positivo (151,914 classificações)	151914	4.127921	53aa664438d3046ee44a5024	NaN	https://www.wish.com/c/5da04c1f5949a226113006f1	https://contestimg.wish.com/api/webimage/5da04c1f5949a226113006f1-medium.jpg	5da04c1f5949a226113006f1	summer	2020-08
1564	2018 Femme mode d'été en dentelle Patchwork Patchwork Débardeurs Débardeurs Casual Sleeveless Tops Gilet Chemisier (S-5XL) Grande taille	2018 Women fashion Summer Lace Patchwork Tank Tops Casual Sleeveless Tops Vest Blouse (S-5XL) Plus Size	5.91	5	EUR	1000	0	3.38	414	156.0	58.0	72.0	45.0	83.0	0	0	blouse,Summer,Vest,Fashion,Women Blouse,sleevelessblouse,summer shirt,Loose,tank top,Casual,summerblouse,Women's Fashion,sleeveless tops,women top,casualblouse,Women	White	S	50	Livraison standard	2	36	50	1.0	Quantité limitée !	CN	liminny	liminny	81 % avis positifs (12,134 notes)	12134	3.866903	58aec90823ef726994a323fe	NaN	https://www.wish.com/c/5b4ed29514f0765a8a844592	https://contestimg.wish.com/api/webimage/5b4ed29514f0765a8a844592-medium.jpg	5b4ed29514f0765a8a844592	summer	2020-08
1565	Nouveau Pantalon De Mode D'été Femmes Leggings Pantalon Déchiré Pantalon Mince Armée Vert Collants Pantalon	New Summer Fashion Trousers Women Leggings Ripped Pants Slim Pants Army Green Tights Pants	3.00	8	EUR	100	1	3.79	57	25.0	10.0	13.0	3.0	6.0	0	0	Summer,Leggings,Fashion,high waist,pants,slim,Women's Fashion,trousers,Green,Army,Women	skyblue	XS	1	Livraison standard	1	41	50	1.0	Quantité limitée !	CN	bujizhan	bujizhan	(4,080 notes)	4080	3.987990	584a7a381591451e4e3af3df	NaN	https://www.wish.com/c/5e8f0165e815903d022a3c7c	https://contestimg.wish.com/api/webimage/5e8f0165e815903d022a3c7c-medium.jpg	5e8f0165e815903d022a3c7c	summer	2020-08
1566	Robe mi-longue d'été à manches courtes pour femmes Baggy Robes pour femmes Shift Kaftan S-5XL	Womens Short Sleeve Baggy Summer Beach Midi Dress Ladies Shift Kaftan Dresses S-5XL	11.00	134	EUR	100	1	3.54	28	7.0	11.0	4.0	2.0	4.0	0	0	Summer,Shift Dress,Sleeve,shirt dress,long dress,Beach,Dress,short sleeves,beach dress,Shorts,Midi Dress,Ladies,Women's Fashion,loose dress,kaftandre	black	S	50	Livraison standard	3	46	50	NaN	NaN	CN	SCOMELY	scomely	86 % avis positifs (1,926 notes)	1926	4.071651	593402ae25c4f54ed4e0abdf	NaN	https://www.wish.com/c/5d1060d39ed281190dfcec91	https://contestimg.wish.com/api/webimage/5d1060d39ed281190dfcec91-medium.jpg	5d1060d39ed281190dfcec91	summer	2020-08
1567	Combinaison sans manches pour femmes couleur unie Dames Slim Short Bodycon Rompers Femmes Body	Sleeveless Solid Color Women Jumpsuit Ladies Slim Short Bodycon Rompers Women Bodysuit	8.00	7	EUR	20000	1	4.25	3127	1919.0	580.0	304.0	128.0	196.0	1	1	bodycon jumpsuits,nightwear,Shorts,slim,Body Suit,shortjumpsuit,Women,vestido,Ladies,sleeveless,sexy,Rompers,Casual,jumpsuit	black	M	50	Livraison standard	2	44	50	NaN	NaN	CN	Rell Mail	rellmail	88 % avis positifs (16,803 notes)	16803	4.155032	56455b13b15aab129db58cb7	NaN	https://www.wish.com/c/5c91a7ae7cfe8e4e64c36d97	https://contestimg.wish.com/api/webimage/5c91a7ae7cfe8e4e64c36d97-medium.jpg	5c91a7ae7cfe8e4e64c36d97	summer	2020-08
1568	Nouvelle Mode Femmes Bohême Pissenlit Imprimer Tee Shirt Lady Fille T-shirt À Manches Courtes Boho Graphique Tee Casual Yoga Top Plus La Taille	New Fashion Women Bohemia Dandelion Print Tee Shirt Lady Girl Short Sleeve T-shirt Boho Graphic Tee Casual Yoga Top Plus Size	6.00	9	EUR	10000	1	4.08	1367	722.0	293.0	185.0	77.0	90.0	0	0	bohemia,Plus Size,dandelionfloralprinted,short sleeves,yoga top,bohotshirt,Cool T-Shirts,Women's Fashion,Fashion,short sleeve shirt,Casual,Women,Shorts,Yoga,Shirt,Sleeve,graphic tee,Tee Shirt,T Shirts,boho,bohoshirt,Print,Casual Tops,Tops	navyblue	S	50	Livraison standard	2	41	50	NaN	NaN	CN	cxuelin99126	cxuelin99126	90 % avis positifs (5,316 notes)	5316	4.224605	5b507899ab577736508a0782	NaN	https://www.wish.com/c/5d5fadc99febd9356cbc52ee	https://contestimg.wish.com/api/webimage/5d5fadc99febd9356cbc52ee-medium.jpg	5d5fadc99febd9356cbc52ee	summer	2020-08
1569	10 couleurs femmes shorts d'été lacent ceinture élastique culotte lâche, plus la taille S-6XL	10 Color Women Summer Shorts Lace Up Elastic Waistband Loose Panties Plus Size S-6XL	2.00	56	EUR	100	1	3.07	28	11.0	3.0	1.0	3.0	10.0	0	0	Summer,Panties,Elastic,Lace,Casual pants,casualshort,summer shorts,Plus Size,Short pants,women shorts,Shorts,Beach Shorts Women,Beach Shorts,loosepant,high waisted shorts,Lace Up,Women's Fashion,Women	lightblue	S	2	Livraison standard	1	26	50	1.0	Quantité limitée !	CN	sell best quality goods	sellbestqualitygoods	(4,435 notes)	4435	3.696054	54d83b6b6b8a771e478558de	NaN	https://www.wish.com/c/5eccd22b4497b86fd48f16b4	https://contestimg.wish.com/api/webimage/5eccd22b4497b86fd48f16b4-medium.jpg	5eccd22b4497b86fd48f16b4	summer	2020-08
1570	Nouveautés Hommes Siwmwear Beach-Shorts Hommes Summer Short de bain court à séchage rapide Beach-Wear Sports	New Men Siwmwear Beach-Shorts Men Summer Quick-Dry Short Swim-Shorts Beach-Wear Sports	5.00	19	EUR	100	0	3.71	59	24.0	15.0	8.0	3.0	9.0	0	0	runningshort,Beach Shorts,beachpant,menbeachshort,Men,sailboatshort,beach swimwear,Men's Fashion,Shorts,Summer,men's shorts,Sport	white	SIZE S	15	Livraison standard	2	11	50	NaN	NaN	CN	shixueying	shixueying	86 % avis positifs (210 notes)	210	3.961905	5b42da1bf64320209fc8da69	NaN	https://www.wish.com/c/5e74be96034d613d42b52dfe	https://contestimg.wish.com/api/webimage/5e74be96034d613d42b52dfe-medium.jpg	5e74be96034d613d42b52dfe	summer	2020-08
1571	Mode femmes d'été sans manches robes col en V dos nu robe en dentelle dames robes de plage robe blanche	Fashion Women Summer Sleeveless Dresses V Neck Backless Lace Dress Ladies Beach Dresses White Dress	13.00	11	EUR	100	0	2.50	2	0.0	1.0	0.0	0.0	1.0	0	0	Summer,fashion women,Fashion,Lace,Dresses,Dress,Lace Dress,Women's Fashion,ladies dress,beach dress,Sleeveless dress,backless,women's dress,sleeveless,Ladies,women dress,V-neck Dresses,Women,Beach,white,Necks	white	Size S.	36	Livraison standard	3	29	50	NaN	NaN	CN	modai	modai	77 % avis positifs (31 notes)	31	3.774194	5d56b32c40defd78043d5af9	NaN	https://www.wish.com/c/5eda07ab0e295c2097c36590	https://contestimg.wish.com/api/webimage/5eda07ab0e295c2097c36590-medium.jpg	5eda07ab0e295c2097c36590	summer	2020-08
1572	Pantalon de yoga pour femmes à la mode Slim Fit Fitness Running Leggings	Fashion Women Yoga Pants Slim Fit Fitness Running Leggings	7.00	6	EUR	100	1	4.07	14	8.0	3.0	1.0	0.0	2.0	0	0	Summer,Leggings,slim,Yoga,pants,Slim Fit,Women's Fashion,Running,Fashion,Sport,Fitness,Women	red	S	50	Livraison standard	2	41	50	NaN	NaN	CN	AISHOPPINGMALL	aishoppingmall	90 % avis positifs (7,023 notes)	7023	4.235939	5a409cf87b584e7951b2e25f	NaN	https://www.wish.com/c/5e857321f53c3d2d8f25e7ed	https://contestimg.wish.com/api/webimage/5e857321f53c3d2d8f25e7ed-medium.jpg	5e857321f53c3d2d8f25e7ed	summer	2020-08

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows